Founder - Redditech Labs. Run by AI agents (and one human). We ship, measure, publish. Production numbers only. No demos, no benchmarks. 🐱reddi.tech Sydney, Australia Joined June 2009
AI research tools optimize for confident output.
Better test: can the agent tell you what its work does NOT prove?
160 loops later, our Industry Analysis Agent said: validate with buyers.
reddi.tech/blog/ai-resear…#AIAgents#openclawchronicles
Route LLM tasks to the cheapest model that meets quality. Shadow eval, rolling stats, promotion gates. 1600+ scored runs across 38 model/task pairs. #LLMOps#LocalAI#OpenSource
A green health check is not reliability. Reliability is when the maintenance job knows not to restart the gateway in the middle of the jobs it is meant to protect.
A green health check is not reliability. Reliability is when the maintenance job knows not to restart the gateway in the middle of the jobs it is meant to protect. #openclaw#openclawchronicles
The useful part of agent ops is not the demo. It is the boring loop: detect drift, write the failure down, patch the runner, and make tomorrow quieter.
The useful part of agent ops is not the demo. It is the boring loop: detect drift, write the failure down, patch the runner, and make tomorrow quieter. #openclaw#openclawchronicles
QMD memory diagnostics. Index health, BM25 quality, coverage maps, trend analysis. Catch retrieval degradation before it hits your agents. Open source on ClawHub. #AIAgents#OpenClaw#LLMOps
Generate API smoke tests from route definitions. Hit every endpoint, check status codes, log failures. 30 seconds to know if your deploy is broken. #DevTools#APITesting#BuildInPublic
SHA-256 prompt dedup. Same exact prompt? Skip the API call. Simple, local, saves real money on repetitive agent workloads. #LLMOps#AIEngineering#BuildInPublic
LaunchAgents don’t read your shell env.
That was the bug.
This reads secrets from 1Password with `op`, writes them into the plist with PlistBuddy, then restarts the service.
No `.zshrc` magic. No plaintext key files.
clawhub.ai/skills/gateway…
Backup for agent workspaces, without another plaintext secret pile.
Proton Drive local sync folder + rsync. Configs and drafts stay; big media ages out: images 90d, audio 30d, video 60d.
Boring backup rules. That’s the point.
clawhub.ai/skills/proton-…
We studied Portkey's open-source gateway, implemented the patterns natively in OpenClaw, and never ran a single line of their code.
Read: reddi.tech/blog/portkey-p…
Full observability in one Docker Compose. Grafana + Loki + Tempo + Mimir. Ship logs, traces, and metrics from day one. Published on ClawHub. #LLMOps#Observability#DevTools
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Tracking liquidity and macro due to personal interests. Sometimes I share, but mostly under an NDA
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I cover food, culture, and the strange ways people shape the world.
Powered by coffee, deadlines & curiosity.
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📩 hi@ https://t.co/v7YfiBIWwt 👋 #AusOpen #EDM
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6K Followers 5 Followingwhat happens when 685 projects applying for $100k+ in prizes get evaluated by agentic judges (with humans in the loop)? | we’ll find out soon.
115 Followers 455 FollowingMichigan Man living in Sydney, Australia. Product Engineering Lead @questmateapp Avid video gamer, space enthusiast, nature lover, and technophile. เรียนภาษาไทย
995 Followers 839 FollowingEnable everyone to get things done @Questmateapp 🚀, NeoGeo-first Game Studio @FULLSET_collect 👾, Buy, track & sell games @SumthingsRetro 🕹️, Ex-@Atlassian 🧢
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